Intended to create standard human-in-the-loop validity tests for typical automated content analysis such as topic modeling and dictionary-based methods. This package offers a standard workflow with functions to prepare, administer and evaluate a human-in-the-loop validity test. This package provides functions for validating topic models using word intrusion, topic intrusion (Chang et al. 2009, <https://papers.nips.cc/paper/3700-reading-tea-leaves-how-humans-interpret-topic-models>) and word set intrusion (Ying et al. 2021) <doi:10.1017/pan.2021.33> tests. This package also provides functions for generating gold-standard data which are useful for validating dictionary-based methods. The default settings of all generated tests match those suggested in Chang et al. (2009) and Song et al. (2020) <doi:10.1080/10584609.2020.1723752>.
Version: | 0.4.1 |
Depends: | R (≥ 3.6) |
Imports: | keyATM (≥ 0.2.2), purrr, tibble, shiny, digest, R6, quanteda (≥ 3.0.0), irr, ggplot2, cowplot, cli, stats, utils |
Suggests: | testthat (≥ 3.0.2), text2vec (≥ 0.6), BTM, dplyr, topicmodels, stm, seededlda, covr, stringr, knitr, rmarkdown, fs, quanteda.textmodels, shinytest |
Published: | 2021-11-09 |
Author: | Chung-hong Chan [aut, cre], Marius Sältzer [aut] |
Maintainer: | Chung-hong Chan <chainsawtiney at gmail.com> |
BugReports: | https://github.com/chainsawriot/oolong/issues |
License: | LGPL-2.1 | LGPL-3 [expanded from: LGPL (≥ 2.1)] |
URL: | https://github.com/chainsawriot/oolong |
NeedsCompilation: | no |
Citation: | oolong citation info |
Materials: | NEWS |
CRAN checks: | oolong results |
Reference manual: | oolong.pdf |
Vignettes: |
BTM Deploy Overview |
Package source: | oolong_0.4.1.tar.gz |
Windows binaries: | r-devel: oolong_0.4.1.zip, r-release: oolong_0.4.1.zip, r-oldrel: oolong_0.4.1.zip |
macOS binaries: | r-release (arm64): oolong_0.4.1.tgz, r-oldrel (arm64): oolong_0.4.1.tgz, r-release (x86_64): oolong_0.4.1.tgz, r-oldrel (x86_64): oolong_0.4.1.tgz |
Old sources: | oolong archive |
Please use the canonical form https://CRAN.R-project.org/package=oolong to link to this page.